High dimensional regression using the sparse matrix transform (SMT).

Guangzhi Cao Yandong Guo Charles A. Bouman

Published in: ICASSP (2010)

Keyphrases

sparse matrix
high dimensional
sparse linear
low dimensional
random projections
dimensionality reduction
high dimensionality
nearest neighbor
similarity search
high dimensional data
dimension reduction
data points
model selection
gene expression data
rows and columns
graphical models